논문 상세보기

Analysis of outdoor-wear research trends using topic modeling KCI 등재

토픽 모델링을 이용한 아웃도어웨어 연구 동향 분석

  • 언어KOR
  • URLhttps://db.koreascholar.com/Article/Detail/419959
구독 기관 인증 시 무료 이용이 가능합니다. 5,100원
복식문화연구 (The Research Journal of the Costume Culture)
복식문화학회 (The Costume Culture Association)
초록

This study aims to analyze research trends regarding outdoor wear. For this purpose, the data-collection period was limited to January 2002–October 2022, and the collection consisted of titles of papers, academic names, abstracts, and publication years from the Research Information Sharing Service (RISS). Frequency analysis was conducted on 227 papers in total to check academic journals and annual trends, and LDA topic-modeling analysis was conducted using 20,964 tokens. Data pre-processing was performed prior to topic-modeling analysis; after that, topic-modeling analysis, core topic derivation, and visualization were performed using a Python algorithm. A total of eight topics were obtained from the comprehensive analysis: experiential marketing and lifestyle, property and evaluation of outdoor wear, design and patterns of outdoor wear, outdoor-wear purchase behavior, color, designs and materials of outdoor wear, promotional strategies for outdoor wear, purchase intention and satisfaction depending on the brand image of outdoor wear, differences in outdoor wear preferences by consumer group. The results of topic-modeling analysis revealed that the topic, which includes a study on the design and material of outdoor wear and the pattern of jackets related to the overall shape, was the highest at 30.9% of the total topics. The next highest topic was also the design and color of outdoor wear, indicating that design-related research was the main research topic in outdoor wear research. It is hoped that analyzing outdoor wear research will help comprehend the research conducted thus far and reveal future directions.

목차
Abstract
I. Introduction
Ⅱ. Literature Review
    1.Analysis of research trend in the apparel study
    2. LDA topic modeling
Ⅲ. Methods
    1. Data collection
    2. Data analysis
Ⅳ. Results
    1. Distribution status of outdoor wear-related papers by year and by academic journal
    2. Topic modeling analysis results
Ⅴ. Conclusion
References
저자
  • Kihyang Han(Assistant Professor, Dept. of Fashion Design, Konkuk University) | 한기향 (건국대학교 디자인대학 패션디자인학과 조교수 Abstract)
  • Minsun Lee(Assistant Professor, Dept. of Fashion Design, Konkuk University) | 이민선 (건국대학교 디자인대학 패션디자인학과 조교수) Corresponding author